| PRICURE: Privacy-Preserving Collaborative Inference in a Multi-Party Setting | Feb 19, 2021 | Collaborative Inferenceimage-classification | CodeCode Available | 0 |
| Composable Generative Models | Feb 18, 2021 | ImputationPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Kickstarting Deep Reinforcement Learning with Privacy-Aware Learners | Feb 18, 2021 | Deep Reinforcement LearningPrivacy Preserving | —Unverified | 0 |
| ppAURORA: Privacy Preserving Area Under Receiver Operating Characteristic and Precision-Recall Curves | Feb 17, 2021 | Privacy Preserving | —Unverified | 0 |
| Partial Disclosure of Private Dependencies in Privacy Preserving Planning | Feb 14, 2021 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Self-Taught Federated Learning for Heterogeneous Data | Feb 11, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Graph Convolutional Networks for Text Classification | Feb 10, 2021 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Meta Federated Learning | Feb 10, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedGNN: Federated Graph Neural Network for Privacy-Preserving Recommendation | Feb 9, 2021 | Federated LearningGraph Neural Network | —Unverified | 0 |
| Quantifying and Mitigating Privacy Risks of Contrastive Learning | Feb 8, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| Privacy-Preserving Near Neighbor Search via Sparse Coding with Ambiguation | Feb 8, 2021 | FairnessPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Feature Selection with Secure Multiparty Computation | Feb 6, 2021 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Privacy-Preserving Video Classification with Convolutional Neural Networks | Feb 6, 2021 | ClassificationEmotion Recognition | —Unverified | 0 |
| FFConv: Fast Factorized Convolutional Neural Network Inference on Encrypted Data | Feb 6, 2021 | Privacy Preserving | —Unverified | 0 |
| Single Run Action Detector over Video Stream -- A Privacy Preserving Approach | Feb 5, 2021 | Action LocalizationPrivacy Preserving | CodeCode Available | 0 |
| Deceptive Reinforcement Learning for Privacy-Preserving Planning | Feb 5, 2021 | Privacy Preservingreinforcement-learning | —Unverified | 0 |
| Deep Face Fuzzy Vault: Implementation and Performance | Feb 4, 2021 | Face RecognitionManagement | —Unverified | 0 |
| FedProf: Selective Federated Learning with Representation Profiling | Feb 2, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Reducing ReLU Count for Privacy-Preserving CNN Speedup | Jan 28, 2021 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| S++: A Fast and Deployable Secure-Computation Framework for Privacy-Preserving Neural Network Training | Jan 28, 2021 | Privacy Preserving | —Unverified | 0 |
| Adversarial Stylometry in the Wild: Transferable Lexical Substitution Attacks on Author Profiling | Jan 27, 2021 | Author ProfilingPrivacy Preserving | CodeCode Available | 1 |
| Traffic Flow Estimation using LTE Radio Frequency Counters and Machine Learning | Jan 22, 2021 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Distributed Optimal Power Flow with Partially Homomorphic Encryption | Jan 21, 2021 | Privacy Preserving | —Unverified | 0 |
| Fast Privacy-Preserving Text Classification based on Secure Multiparty Computation | Jan 18, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Privacy-Preserving Learning of Human Activity Predictors in Smart Environments | Jan 17, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Auto-weighted Robust Federated Learning with Corrupted Data Sources | Jan 14, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Preserving Privacy in Personalized Models for Distributed Mobile Services | Jan 14, 2021 | AttributePrivacy Preserving | —Unverified | 0 |
| Reliability Check via Weight Similarity in Privacy-Preserving Multi-Party Machine Learning | Jan 14, 2021 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| C^3DRec: Cloud-Client Cooperative Deep Learning for Temporal Recommendation in the Post-GDPR Era | Jan 13, 2021 | Information RetrievalPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Transactive Energy Management for IoT-aided Smart Homes via Blockchain | Jan 11, 2021 | energy managementenergy trading | —Unverified | 0 |
| Delayed Projection Techniques for Linearly Constrained Problems: Convergence Rates, Acceleration, and Applications | Jan 5, 2021 | Distributed OptimizationPrivacy Preserving | —Unverified | 0 |
| Domain Adaptation for the Segmentation of Confidential Medical Images | Jan 2, 2021 | Domain AdaptationImage Segmentation | CodeCode Available | 0 |
| Modularity maximisation for graphons | Jan 2, 2021 | Community DetectionOpen-Ended Question Answering | CodeCode Available | 0 |
| Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment | Jan 1, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Learning Privacy-Preserving Optics for Human Pose Estimation | Jan 1, 2021 | DecoderPose Estimation | —Unverified | 0 |
| X-World: Accessibility, Vision, and Autonomy Meet | Jan 1, 2021 | Instance SegmentationPrivacy Preserving | —Unverified | 0 |
| Ensemble Attention Distillation for Privacy-Preserving Federated Learning | Jan 1, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Practical Locally Private Federated Learning with Communication Efficiency | Jan 1, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Scaling Unsupervised Domain Adaptation through Optimal Collaborator Selection and Lazy Discriminator Synchronization | Jan 1, 2021 | Domain AdaptationPrivacy Preserving | —Unverified | 0 |
| Median DC for Sign Recovery: Privacy can be Achieved by Deterministic Algorithms | Jan 1, 2021 | Common Sense ReasoningPrivacy Preserving | —Unverified | 0 |
| Bayesian Federated Learning over Wireless Networks | Dec 31, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Robustness, Privacy, and Generalization of Adversarial Training | Dec 25, 2020 | Generalization BoundsPrivacy Preserving | CodeCode Available | 0 |
| Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare | Dec 23, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| Privacy-Preserving Clustering: A New ApproachBased on Invariant Order Encryption | Dec 20, 2020 | Cloud ComputingClustering | CodeCode Available | 0 |
| Fundamental Limits and Tradeoffs in Invariant Representation Learning | Dec 19, 2020 | Domain AdaptationFairness | —Unverified | 0 |
| Scalable and Provably Accurate Algorithms for Differentially Private Distributed Decision Tree Learning | Dec 19, 2020 | Privacy Preserving | CodeCode Available | 0 |
| NN-EMD: Efficiently Training Neural Networks using Encrypted Multi-Sourced Datasets | Dec 18, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| Towards Scalable and Privacy-Preserving Deep Neural Network via Algorithmic-Cryptographic Co-design | Dec 17, 2020 | Privacy Preserving | —Unverified | 0 |
| Difficulty in estimating visual information from randomly sampled images | Dec 16, 2020 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| FedeRank: User Controlled Feedback with Federated Recommender Systems | Dec 15, 2020 | DiversityFederated Learning | —Unverified | 0 |